Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max brier_class
rf 0.9523294 0.9388982 0.9932066 0.9538316 NA
bt 0.9079090 0.9589562 0.9546857 0.8046911 NA
maxnet 0.6338028 0.9206997 0.7715149 0.4290000 NA
gam 0.7681473 0.9523571 0.7672475 0.4082486 0.1610807
glm 0.7128927 0.7816606 0.7097920 0.4037760 0.1760644

Variable Importance